Your AI Model Is Now an Attack Surface: Why AI Security Must Go Beyond the Firewall
AI Model Is Now an Attack Surface Introduction Artificial intelligenc e has quickly moved from experimentation to production. Businesses are deploying Large Language Models (LLMs), Generative AI applications, AI agents, machine learning models, and AI-powered APIs across customer service, finance, healthcare, software development, operations, and decision-making. But as AI becomes part of the technology stack, it creates something security teams cannot ignore: Your AI model is now an attack surface. Traditional cybersecurity controls such as firewalls, endpoint protection, vulnerability scanners, and SIEM platforms remain important. However, they may not be designed to identify vulnerabilities that exist inside AI models or AI-driven workflows. SISA PRISM describes this challenge as the need for model-level security controls , rather than relying only on perimeter filtering. Its AI security platform is designed to cover the AI lifecycle from discovery and adversarial testing thro...